SimPEG

Automate geophysical forward modeling and inversion end-to-end by orchestrating mesh setup, survey configuration, model initialization, execution, and results parsing across gravity, magnetics, DC resistivity, and EM methods.

SimPEG simulations support gravity, magnetics, DC resistivity, and EM methods, covering the full pipeline from mesh and survey setup through forward and inversion execution to results parsing.

Set up a gravity inversion pipeline by configuring the mesh and survey, initializing the model, executing the forward and inversion operations, and parsing the resulting data using default workflow settings.

Yes, you need numpy, discretize, and simpeg installed, as these dependencies provide the foundational numerical operations and mesh generation required for the geophysical workflows.

Geophysics inversion workflows fail before execution if mandatory preflight checks determine that required model binaries and data are unavailable, preventing runtime errors and ensuring environment readiness.

Troubleshoot common errors in geophysical forward modeling using 18 diagnostic triplets that document frequent workflow failures and their corresponding remedies, ensuring stable execution across methods.